Hidden Markov model based principal component analysis for intelligent fault diagnosis of wind energy converter systems

Abdelmalek Kouadri, Mansour Hajji, Mohamed Faouzi Harkat, +4

Renewable Energy

Fault DiagnosisIntelligent Fault DiagnosisEngineeringSmart GridHidden Markov Model +7

Multivariate feature extraction based supervised machine learning for fault detection and diagnosis in photovoltaic systems

Mansour Hajji, Mohamed Faouzi Harkat, Abdelmalek Kouadri, +4

European Journal of Control

Fault DiagnosisElectrical EngineeringEngineeringMachine LearningData Science +11

Effective Random Forest-Based Fault Detection and Diagnosis for Wind Energy Conversion Systems

Radhia Fezai, Khaled Dhibi, Majdi Mansouri, +5

IEEE Sensors Journal

Fault DiagnosisClassical RfReliability EngineeringEngineeringMachine Learning +13

Interval-Valued Reduced RNN for Fault Detection and Diagnosis for Wind Energy Conversion Systems

Majdi Mansouri, Khaled Dhibi, Mansour Hajji, +3

IEEE Sensors Journal

Fault DiagnosisEngineeringMachine LearningDiagnosisFault Forecasting +14

Wavelet optimized EWMA for fault detection and application to photovoltaic systems

Majdi Mansouri, Ayman Al‐Khazraji, Mansour Hajji, +3

Solar Energy

Electrical EngineeringEngineeringSmart GridSolar PowerRooftop Photovoltaics +6

An effective statistical fault detection technique for grid connected photovoltaic systems based on an improved generalized likelihood ratio test

Majdi Mansouri, Mansour Hajji, Mohamed Trabelsi, +5

Energy

Fault DiagnosisElectrical EngineeringReliability EngineeringEngineeringSmart Grid +7

Fault detection and diagnosis in grid-connected PV systems under irradiance variations

Mansour Hajji, Zahra Yahyaoui, Majdi Mansouri, +2

Energy Reports

Genetic-Algorithm-Based Neural Network for Fault Detection and Diagnosis: Application to Grid-Connected Photovoltaic Systems

Amal Hichri, Mansour Hajji, Majdi Mansouri, +4

Sustainability

Fault DiagnosisEngineeringGrid-connected Photovoltaic SystemsDiagnosisFeature Extraction +15

Online reduced kernel GLRT technique for improved fault detection in photovoltaic systems

Radhia Fezai, Majdi Mansouri, Mohamed Trabelsi, +3

Energy

Fault DiagnosisElectrical EngineeringEngineeringImproved Fault DetectionSolar Power +7

Effective Fault Detection and Diagnosis for Power Converters in Wind Turbine Systems Using KPCA-Based BiLSTM

Zahra Yahyaoui, Mansour Hajji, Majdi Mansouri, +3

Energies

Fault DiagnosisEngineeringDiagnosisFeature ExtractionFault Forecasting +14